Upgrade to Pro — share decks privately, control downloads, hide ads and more …

The Human Processing Unit (HPU) as a New Approx...

Yuhao Zhu
March 24, 2016
Education
0
230

The Human Processing Unit (HPU) as a New Approximate Computing Substrate

WAX 2016 co-located with ASPLOS 2016

Yuhao Zhu

March 24, 2016
Tweet

More Decks by Yuhao Zhu

See All by Yuhao Zhu
Automatically Generating Robotics Accelerators
queeten
0
13
RTNN: Accelerating Neighbor Search Using Hardware Ray Tracing
queeten
0
310
Architecture Support for Robust Deep Learning: Exploiting Software 1.0 Techniques to Defend Software 2.0
queeten
0
240
Watt-Wise Web: Architecting a Responsive and Energy-Efficient Mobile Web
queeten
0
49
Tail Latency in Node.js: Energy Efficient Turbo Boosting for Long Latency Requests in Event-Driven Web Services
queeten
0
470
Algorithm-SoC Co-Design for Mobile Continuous Vision
queeten
0
390
Energy and Power Measurement on Mobile Devices
queeten
0
120
Defense talk: Energy-Efficient Mobile Web Computing
queeten
0
540
GreenWeb: Language Extensions for Energy-Efficient Mobile Web Computing
queeten
0
300

Other Decks in Education

See All in Education
2023年度「生成AI100校プロジェクト」 実践報告書/The 2023 "Generative AI 100 Schools Project" Practical Report
codeforeveryone
0
1.4k
week11_2024_.pdf
nonxxxizm
0
540
2024年度 サイバーエージェント新卒社内研修の「データモデリング」の資料公開
chiba_katsu
2
3.9k
Lecture on Management at Waseda University
tsogo817421
2
590
本の虫になろう
kenjiro56
0
100
week8@tcue2024
nonxxxizm
0
650
A question of time
ange
0
860
Droid Knights 2024 Accessibility in Android
nanamare
0
310
Os pápeis do UX Design
wagnerbeethoven
0
150
【株式会社コノセル】会社紹介資料
koheimiyamoto
0
4.3k
PSYC-560 R and R Studio Setup
jdbedics
0
490
困ったときのガイドライン / We Support You in Any Situation
yasulab
2
3.7k

Featured

See All Featured
jQuery: Nuts, Bolts and Bling
dougneiner
61
7.4k
From Idea to $5000 a Month in 5 Months
shpigford
379
46k
Facilitating Awesome Meetings
lara
49
5.9k
Designing Experiences People Love
moore
138
23k
Understanding Cognitive Biases in Performance Measurement
bluesmoon
25
1.3k
Save Time (by Creating Custom Rails Generators)
garrettdimon
PRO
24
600
No one is an island. Learnings from fostering a developers community.
thoeni
18
2.9k
Scaling GitHub
holman
458
140k
The Language of Interfaces
destraynor
153
23k
A better future with KSS
kneath
235
17k
Learning to Love Humans: Emotional Interface Design
aarron
270
40k
Producing Creativity
orderedlist
PRO
340
39k

Transcript

  1. 1 WAX 2016 The Human Processing Unit (HPU) as a

    New Approximate Computing Substrate Yuhao Zhu UT Austin with Matt Lease, Matthew Halpern, and Vijay Janapa Reddi

  2. Computing Device

  3. Computing Device Problem Image Compression Edge Detection

  4. Computing Device Problem Image Compression Edge Detection Algorithm / Application

    JPEG 2000 Sobel

  5. Computing Device Problem Algorithm / Application HPU

  6. Computing Device Problem Algorithm / Application HPU What approximate problems

    can be mapped to HPUs?

  7. Computing Device Problem Algorithm / Application HPU What approximate problems

    can be mapped to HPUs? How do we program HPUs while ensuring quality?

  8. Computing Device Problem Algorithm / Application What approximate problems can

    be mapped to HPUs? How do we program HPUs while ensuring quality?